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The easiest way to chat with Knowledge Graph using LLMs (python tutorial)
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What is knowledge graph? How to integrate it with LLMs? If you have the same question, this video is for you! I will explain start from the basic theory until how to set up Neo4J database, build a graph chain using Langchain, Python, and Gemini ( open source model) , until how to do prompting strategies to enhance our model's performance
Chapter:
00:00:00 - Intro
00:00:31 - What is Knowledge Graph?
00:02:51 - Why is it important?
00:04:28 - Workflow
00:05:23 - Code
00:06:28 - Neo4J, Google Gemini, Hugging Face set up
00:07:51 - Data Overview
00:08:30 - Insert Data to Neo4J
00:10:21 - Building a Graph Chain
00:11:50 - Evaluation 1
00:14:00 - Prompting Strategies
00:16:03 - Evaluation 2
00:16:40 - Bonus ( How to Create a Dynamic Prompt? )
00:18:07 - Outro
Everything you'll need:
References:
#llm #knowledgegraph #langchain #neo4j #python
Chapter:
00:00:00 - Intro
00:00:31 - What is Knowledge Graph?
00:02:51 - Why is it important?
00:04:28 - Workflow
00:05:23 - Code
00:06:28 - Neo4J, Google Gemini, Hugging Face set up
00:07:51 - Data Overview
00:08:30 - Insert Data to Neo4J
00:10:21 - Building a Graph Chain
00:11:50 - Evaluation 1
00:14:00 - Prompting Strategies
00:16:03 - Evaluation 2
00:16:40 - Bonus ( How to Create a Dynamic Prompt? )
00:18:07 - Outro
Everything you'll need:
References:
#llm #knowledgegraph #langchain #neo4j #python
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